2021 Mississauga Business Directory

Dataset statistics

Number of variables	26
Number of observations	14825
Missing cells	333
Missing cells (%)	0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.9 MiB
Average record size in memory	208.0 B

Variable types

Numeric	8
Categorical	18

Alerts

`Name` has a high cardinality: 13660 distinct values	High cardinality
`NAICSDescr` has a high cardinality: 654 distinct values	High cardinality
`Phone` has a high cardinality: 14090 distinct values	High cardinality
`Fax` has a high cardinality: 8296 distinct values	High cardinality
`TollFree` has a high cardinality: 2149 distinct values	High cardinality
`EMail` has a high cardinality: 9793 distinct values	High cardinality
`WebAddress` has a high cardinality: 9717 distinct values	High cardinality
`StreetName` has a high cardinality: 604 distinct values	High cardinality
`Address` has a high cardinality: 5587 distinct values	High cardinality
`PostalCode` has a high cardinality: 2689 distinct values	High cardinality
`BldgNo` has a high cardinality: 61 distinct values	High cardinality
`UnitNo` has a high cardinality: 1602 distinct values	High cardinality
`Modified` has a high cardinality: 189 distinct values	High cardinality
`CHArea` has a high cardinality: 56 distinct values	High cardinality
`FID` is highly overall correlated with `StreetNo` and 7 other fields	High correlation
`NAICSCode` is highly overall correlated with `NAICSTitle`	High correlation
`PIN` is highly overall correlated with `FID` and 5 other fields	High correlation
`Ward` is highly overall correlated with `FID` and 7 other fields	High correlation
`X` is highly overall correlated with `FID` and 7 other fields	High correlation
`Y` is highly overall correlated with `FID` and 7 other fields	High correlation
`NAICSTitle` is highly overall correlated with `NAICSCode` and 1 other fields	High correlation
`CHArea` is highly overall correlated with `FID` and 9 other fields	High correlation
`BIA_NAME` is highly overall correlated with `FID` and 5 other fields	High correlation
`BIAFulName` is highly overall correlated with `FID` and 5 other fields	High correlation
`StreetNo` is highly overall correlated with `FID` and 5 other fields	High correlation
`BldgNo` is highly overall correlated with `CHArea`	High correlation
`EmplRange` has 323 (2.2%) missing values	Missing
`FID` is uniformly distributed	Uniform
`FID` has unique values	Unique
`ID` has unique values	Unique

Reproduction

Analysis started	2023-01-31 22:39:24.712531
Analysis finished	2023-01-31 22:39:49.409968
Duration	24.7 seconds
Software version	pandas-profiling vv3.5.0
Download configuration	config.json

FID
Real number (ℝ)

HIGH CORRELATION
UNIFORM
UNIQUE

Distinct	14825
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7413

Minimum	1
Maximum	14825
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	115.9 KiB

Quantile statistics

Minimum	1
5-th percentile	742.2
Q1	3707
median	7413
Q3	11119
95-th percentile	14083.8
Maximum	14825
Range	14824
Interquartile range (IQR)	7412

Descriptive statistics

Standard deviation	4279.7532
Coefficient of variation (CV)	0.5773308
Kurtosis	-1.2
Mean	7413
Median Absolute Deviation (MAD)	3706
Skewness	0
Sum	1.0989772 × 10⁸
Variance	18316288
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
9875	1	< 0.1%
9877	1	< 0.1%
9878	1	< 0.1%
9879	1	< 0.1%
9880	1	< 0.1%
9881	1	< 0.1%
9882	1	< 0.1%
9883	1	< 0.1%
9884	1	< 0.1%
Other values (14815)	14815	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
14825	1	< 0.1%
14824	1	< 0.1%
14823	1	< 0.1%
14822	1	< 0.1%
14821	1	< 0.1%
14820	1	< 0.1%
14819	1	< 0.1%
14818	1	< 0.1%
14817	1	< 0.1%
14816	1	< 0.1%

ID
Real number (ℝ)

Distinct	14825
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	39096.578

Minimum	7
Maximum	94424
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	115.9 KiB

Quantile statistics

Minimum	7
5-th percentile	2351.8
Q1	10541
median	21076
Q3	58669
95-th percentile	91774.6
Maximum	94424
Range	94417
Interquartile range (IQR)	48128

Descriptive statistics

Standard deviation	32104.758
Coefficient of variation (CV)	0.82116542
Kurtosis	-1.3113109
Mean	39096.578
Median Absolute Deviation (MAD)	19842
Skewness	0.4507187
Sum	5.7960677 × 10⁸
Variance	1.0307155 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
94017	1	< 0.1%
56549	1	< 0.1%
13532	1	< 0.1%
21126	1	< 0.1%
20882	1	< 0.1%
92536	1	< 0.1%
2892	1	< 0.1%
20867	1	< 0.1%
19285	1	< 0.1%
2153	1	< 0.1%
Other values (14815)	14815	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7	1	< 0.1%
10	1	< 0.1%
16	1	< 0.1%
18	1	< 0.1%
20	1	< 0.1%
21	1	< 0.1%
23	1	< 0.1%
26	1	< 0.1%
35	1	< 0.1%
37	1	< 0.1%

Value	Count	Frequency (%)
94424	1	< 0.1%
94423	1	< 0.1%
94419	1	< 0.1%
94371	1	< 0.1%
94321	1	< 0.1%
94319	1	< 0.1%
94318	1	< 0.1%
94317	1	< 0.1%
94313	1	< 0.1%
94293	1	< 0.1%

Name
Categorical

Distinct	13660
Distinct (%)	92.1%
Missing	0
Missing (%)	0.0%
Memory size	115.9 KiB

PLASP Child Care Centre	93
Tim Hortons	57
Subway	44
Petro Canada	23
Shoppers Drug Mart	22
Other values (13655)	14586

Length

Max length	111
Median length	71
Mean length	22.503541
Min length	2

Characters and Unicode

Total characters	333615
Distinct characters	90
Distinct categories	14 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	13206 ?
Unique (%)	89.1%

Sample

1st row	Garderie La Fontaine De I'Amitie
2nd row	KONE Canada Inc.
3rd row	Biesse Canada
4th row	Trimart Corporation
5th row	S A W Technology

Common Values

Value	Count	Frequency (%)
PLASP Child Care Centre	93	0.6%
Tim Hortons	57	0.4%
Subway	44	0.3%
Petro Canada	23	0.2%
Shoppers Drug Mart	22	0.1%
Dollarama	18	0.1%
Starbucks	18	0.1%
Shell Canada	18	0.1%
Royal Bank of Canada	16	0.1%
Edward Jones Investments	15	0.1%
Other values (13650)	14501	97.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
inc	2981	5.7%
	1705	3.3%
ltd	1548	3.0%
canada	895	1.7%
centre	645	1.2%
and	483	0.9%
services	456	0.9%
the	435	0.8%
corp	391	0.7%
of	384	0.7%
Other values (12001)	42343	81.0%

Most occurring characters

Value	Count	Frequency (%)
	37495	11.2%
e	25105	7.5%
a	24267	7.3%
n	21673	6.5%
i	19305	5.8%
r	19168	5.7%
o	18176	5.4%
t	17740	5.3%
s	14612	4.4%
l	11980	3.6%
Other values (80)	124094	37.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	232831	69.8%
Uppercase Letter	52759	15.8%
Space Separator	37495	11.2%
Other Punctuation	8482	2.5%
Dash Punctuation	773	0.2%
Decimal Number	746	0.2%
Close Punctuation	216	0.1%
Open Punctuation	216	0.1%
Final Punctuation	55	< 0.1%
Math Symbol	36	< 0.1%
Other values (4)	6	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	25105	10.8%
a	24267	10.4%
n	21673	9.3%
i	19305	8.3%
r	19168	8.2%
o	18176	7.8%
t	17740	7.6%
s	14612	6.3%
l	11980	5.1%
c	11312	4.9%
Other values (20)	49493	21.3%

Uppercase Letter

Value	Count	Frequency (%)
C	7034	13.3%
S	5524	10.5%
I	4527	8.6%
M	3442	6.5%
L	3439	6.5%
P	3374	6.4%
A	3346	6.3%
T	2945	5.6%
D	2433	4.6%
B	2119	4.0%
Other values (17)	14576	27.6%

Other Punctuation

Value	Count	Frequency (%)
.	5839	68.8%
&	1344	15.8%
,	568	6.7%
'	517	6.1%
/	174	2.1%
:	18	0.2%
@	6	0.1%
#	5	0.1%
;	4	< 0.1%
!	4	< 0.1%
Other values (2)	3	< 0.1%

Decimal Number

Value	Count	Frequency (%)
1	159	21.3%
2	132	17.7%
0	128	17.2%
4	79	10.6%
3	50	6.7%
9	49	6.6%
8	42	5.6%
6	36	4.8%
7	36	4.8%
5	35	4.7%

Math Symbol

Value	Count	Frequency (%)
+	32	88.9%
\|	4	11.1%

Space Separator

Value	Count	Frequency (%)
	37495	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	773	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	216	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	216	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	55	100.0%

Format

Value	Count	Frequency (%)
	3	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	1	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Control

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	285590	85.6%
Common	48025	14.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	25105	8.8%
a	24267	8.5%
n	21673	7.6%
i	19305	6.8%
r	19168	6.7%
o	18176	6.4%
t	17740	6.2%
s	14612	5.1%
l	11980	4.2%
c	11312	4.0%
Other values (47)	102252	35.8%

Common

Value	Count	Frequency (%)
	37495	78.1%
.	5839	12.2%
&	1344	2.8%
-	773	1.6%
,	568	1.2%
'	517	1.1%
)	216	0.4%
(	216	0.4%
/	174	0.4%
1	159	0.3%
Other values (23)	724	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	333545	> 99.9%
Punctuation	58	< 0.1%
None	12	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	37495	11.2%
e	25105	7.5%
a	24267	7.3%
n	21673	6.5%
i	19305	5.8%
r	19168	5.7%
o	18176	5.4%
t	17740	5.3%
s	14612	4.4%
l	11980	3.6%
Other values (73)	124024	37.2%

Punctuation

Value	Count	Frequency (%)
’	55	94.8%
	3	5.2%

None

Value	Count	Frequency (%)
é	6	50.0%
ü	2	16.7%
ē	2	16.7%
ä	1	8.3%
É	1	8.3%

EmplRange
Categorical

Distinct	9
Distinct (%)	0.1%
Missing	323
Missing (%)	2.2%
Memory size	115.9 KiB

1 to 4	6562
5 to 9	3080
10 to 19	2048
20 to 49	1556
50 to 99	699
Other values (4)	557

Length

Max length	10
Median length	6
Mean length	6.7455523
Min length	6

Characters and Unicode

Total characters	97824
Distinct characters	14
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	5 to 9
2nd row	5 to 9
3rd row	10 to 19
4th row	5 to 9
5th row	1 to 4

Common Values

Value	Count	Frequency (%)
1 to 4	6562	44.3%
5 to 9	3080	20.8%
10 to 19	2048	13.8%
20 to 49	1556	10.5%
50 to 99	699	4.7%
100 to 299	429	2.9%
300 to 499	73	0.5%
500 to 999	33	0.2%
1000 plus	22	0.1%
(Missing)	323	2.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
to	14480	33.3%
1	6562	15.1%
4	6562	15.1%
5	3080	7.1%
9	3080	7.1%
10	2048	4.7%
19	2048	4.7%
20	1556	3.6%
49	1556	3.6%
99	699	1.6%
Other values (9)	1813	4.2%

Most occurring characters

Value	Count	Frequency (%)
	28982	29.6%
t	14480	14.8%
o	14480	14.8%
1	11109	11.4%
9	9185	9.4%
4	8191	8.4%
0	5439	5.6%
5	3812	3.9%
2	1985	2.0%
3	73	0.1%
Other values (4)	88	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	39794	40.7%
Lowercase Letter	29048	29.7%
Space Separator	28982	29.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	11109	27.9%
9	9185	23.1%
4	8191	20.6%
0	5439	13.7%
5	3812	9.6%
2	1985	5.0%
3	73	0.2%

Lowercase Letter

Value	Count	Frequency (%)
t	14480	49.8%
o	14480	49.8%
p	22	0.1%
l	22	0.1%
u	22	0.1%
s	22	0.1%

Space Separator

Value	Count	Frequency (%)
	28982	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	68776	70.3%
Latin	29048	29.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
	28982	42.1%
1	11109	16.2%
9	9185	13.4%
4	8191	11.9%
0	5439	7.9%
5	3812	5.5%
2	1985	2.9%
3	73	0.1%

Latin

Value	Count	Frequency (%)
t	14480	49.8%
o	14480	49.8%
p	22	0.1%
l	22	0.1%
u	22	0.1%
s	22	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	97824	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	28982	29.6%
t	14480	14.8%
o	14480	14.8%
1	11109	11.4%
9	9185	9.4%
4	8191	8.4%
0	5439	5.6%
5	3812	3.9%
2	1985	2.0%
3	73	0.1%
Other values (4)	88	0.1%

NAICSTitle
Categorical

Distinct	20
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	115.9 KiB

Retail	2074
Manufacturing	1779
Other Services	1703
Wholesale	1528
Professional	1330
Other values (15)	6411

Length

Max length	21
Median length	14
Mean length	11.02172
Min length	1

Characters and Unicode

Total characters	163397
Distinct characters	35
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Health Care
2nd row	Manufacturing
3rd row	Manufacturing
4th row	Finance
5th row	Wholesale

Common Values

Value	Count	Frequency (%)
Retail	2074	14.0%
Manufacturing	1779	12.0%
Other Services	1703	11.5%
Wholesale	1528	10.3%
Professional	1330	9.0%
Health Care	1287	8.7%
Accommodation	1230	8.3%
Transportation	728	4.9%
Finance	604	4.1%
Educational	586	4.0%
Other values (10)	1976	13.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
retail	2074	11.3%
manufacturing	1779	9.7%
other	1703	9.3%
services	1703	9.3%
wholesale	1528	8.4%
professional	1330	7.3%
health	1287	7.0%
care	1287	7.0%
accommodation	1230	6.7%
transportation	728	4.0%
Other values (14)	3643	19.9%

Most occurring characters

Value	Count	Frequency (%)
a	17201	10.5%
e	16192	9.9%
t	13619	8.3%
i	12667	7.8%
n	11639	7.1%
o	11392	7.0%
r	10759	6.6%
l	8823	5.4%
s	8358	5.1%
c	7784	4.8%
Other values (25)	44963	27.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	141632	86.7%
Uppercase Letter	18292	11.2%
Space Separator	3473	2.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	17201	12.1%
e	16192	11.4%
t	13619	9.6%
i	12667	8.9%
n	11639	8.2%
o	11392	8.0%
r	10759	7.6%
l	8823	6.2%
s	8358	5.9%
c	7784	5.5%
Other values (10)	23198	16.4%

Uppercase Letter

Value	Count	Frequency (%)
R	2444	13.4%
A	2029	11.1%
M	1877	10.3%
C	1835	10.0%
S	1703	9.3%
O	1703	9.3%
W	1528	8.4%
P	1440	7.9%
H	1287	7.0%
E	956	5.2%
Other values (4)	1490	8.1%

Space Separator

Value	Count	Frequency (%)
	3473	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	159924	97.9%
Common	3473	2.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	17201	10.8%
e	16192	10.1%
t	13619	8.5%
i	12667	7.9%
n	11639	7.3%
o	11392	7.1%
r	10759	6.7%
l	8823	5.5%
s	8358	5.2%
c	7784	4.9%
Other values (24)	41490	25.9%

Common

Value	Count	Frequency (%)
	3473	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	163397	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	17201	10.5%
e	16192	9.9%
t	13619	8.3%
i	12667	7.8%
n	11639	7.1%
o	11392	7.0%
r	10759	6.6%
l	8823	5.4%
s	8358	5.1%
c	7784	4.8%
Other values (25)	44963	27.5%

NAICSDescr
Categorical

Distinct	654
Distinct (%)	4.4%
Missing	0
Missing (%)	0.0%
Memory size	115.9 KiB

Limited-service eating places	760
General Automotive Repair	382
Full-service restaurants	335
Offices of Dentists	302
Offices of Lawyers	267
Other values (649)	12779

Length

Max length	175
Median length	70
Mean length	36.120337
Min length	6

Characters and Unicode

Total characters	535484
Distinct characters	60
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	89 ?
Unique (%)	0.6%

Sample

1st row	Child Day-Care Services
2nd row	Other Metalworking Machinery Manufacturing
3rd row	Sawmill and woodworking machinery manufacturing
4th row	Mortgage and Non-mortgage Loan Brokers
5th row	All Other Machinery, Equipment and Supplies Wholesaler-Distributors

Common Values

Value	Count	Frequency (%)
Limited-service eating places	760	5.1%
General Automotive Repair	382	2.6%
Full-service restaurants	335	2.3%
Offices of Dentists	302	2.0%
Offices of Lawyers	267	1.8%
Beauty Salons	250	1.7%
Offices of Physicians	250	1.7%
Elementary and Secondary Schools	234	1.6%
Other Freight Transportation Arrangement	231	1.6%
Religious Organizations	227	1.5%
Other values (644)	11587	78.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
and	6409	9.9%
other	3539	5.5%
stores	1775	2.8%
services	1769	2.7%
offices	1649	2.6%
all	1636	2.5%
of	1594	2.5%
wholesaler-distributors	1458	2.3%
manufacturing	1334	2.1%
supplies	851	1.3%
Other values (908)	42495	65.9%

Most occurring characters

Value	Count	Frequency (%)
e	54598	10.2%
	49952	9.3%
i	38404	7.2%
r	36620	6.8%
t	35330	6.6%
a	35195	6.6%
n	34988	6.5%
s	31283	5.8%
o	26659	5.0%
l	22311	4.2%
Other values (50)	170144	31.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	425141	79.4%
Uppercase Letter	52834	9.9%
Space Separator	50119	9.4%
Dash Punctuation	3582	0.7%
Other Punctuation	2052	0.4%
Close Punctuation	823	0.2%
Open Punctuation	823	0.2%
Control	110	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	54598	12.8%
i	38404	9.0%
r	36620	8.6%
t	35330	8.3%
a	35195	8.3%
n	34988	8.2%
s	31283	7.4%
o	26659	6.3%
l	22311	5.2%
c	20540	4.8%
Other values (16)	89213	21.0%

Uppercase Letter

Value	Count	Frequency (%)
S	7461	14.1%
O	5806	11.0%
A	4831	9.1%
C	4686	8.9%
M	4099	7.8%
P	3537	6.7%
D	2915	5.5%
W	2317	4.4%
E	2183	4.1%
L	2165	4.1%
Other values (14)	12834	24.3%

Other Punctuation

Value	Count	Frequency (%)
,	1779	86.7%
'	132	6.4%
&	93	4.5%
.	48	2.3%

Space Separator

Value	Count	Frequency (%)
	49952	99.7%
	167	0.3%

Dash Punctuation

Value	Count	Frequency (%)
-	3582	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	823	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	823	100.0%

Control

Value	Count	Frequency (%)
	110	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	477975	89.3%
Common	57509	10.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	54598	11.4%
i	38404	8.0%
r	36620	7.7%
t	35330	7.4%
a	35195	7.4%
n	34988	7.3%
s	31283	6.5%
o	26659	5.6%
l	22311	4.7%
c	20540	4.3%
Other values (40)	142047	29.7%

Common

Value	Count	Frequency (%)
	49952	86.9%
-	3582	6.2%
,	1779	3.1%
)	823	1.4%
(	823	1.4%
	167	0.3%
'	132	0.2%
	110	0.2%
&	93	0.2%
.	48	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	535317	> 99.9%
None	167	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	54598	10.2%
	49952	9.3%
i	38404	7.2%
r	36620	6.8%
t	35330	6.6%
a	35195	6.6%
n	34988	6.5%
s	31283	5.8%
o	26659	5.0%
l	22311	4.2%
Other values (49)	169977	31.8%

None

Value	Count	Frequency (%)
	167	100.0%

NAICSCode
Real number (ℝ)

Distinct	654
Distinct (%)	4.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	535639.94

Minimum	1
Maximum	913910
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	115.9 KiB

Quantile statistics

Minimum	1
5-th percentile	313214
Q1	418410
median	524299
Q3	621390
95-th percentile	812116
Maximum	913910
Range	913909
Interquartile range (IQR)	202980

Descriptive statistics

Standard deviation	159137.93
Coefficient of variation (CV)	0.29709869
Kurtosis	-0.64746315
Mean	535639.94
Median Absolute Deviation (MAD)	97211
Skewness	0.27043917
Sum	7.9408622 × 10⁹
Variance	2.532488 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
722512	760	5.1%
811111	382	2.6%
722511	335	2.3%
621210	302	2.0%
541110	267	1.8%
812115	250	1.7%
621110	250	1.7%
611110	234	1.6%
488519	231	1.6%
813110	227	1.5%
Other values (644)	11587	78.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	3	< 0.1%
112999	1	< 0.1%
115110	1	< 0.1%
212299	2	< 0.1%
213119	2	< 0.1%
221119	2	< 0.1%
221122	7	< 0.1%
221210	2	< 0.1%
221310	5	< 0.1%
236110	76	0.5%

Value	Count	Frequency (%)
913910	20	0.1%
913140	21	0.1%
913130	1	< 0.1%
912910	8	0.1%
912210	5	< 0.1%
912190	3	< 0.1%
912130	1	< 0.1%
911910	7	< 0.1%
911410	1	< 0.1%
911320	35	0.2%

Phone
Categorical

Distinct	14090
Distinct (%)	95.0%
Missing	0
Missing (%)	0.0%
Memory size	115.9 KiB

	415
905-615-3200	11
905-624-3811	7
905-615-3777	5
905-896-0210	5
Other values (14085)	14382

Length

Max length	20
Median length	12
Mean length	11.691939
Min length	1

Characters and Unicode

Total characters	173333
Distinct characters	16
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	13812 ?
Unique (%)	93.2%

Sample

1st row	905-822-8902
2nd row	905-820-6034
3rd row	416-525-9110
4th row	905-820-6711
5th row	905-567-1804

Common Values

Value	Count	Frequency (%)
	415	2.8%
905-615-3200	11	0.1%
905-624-3811	7	< 0.1%
905-615-3777	5	< 0.1%
905-896-0210	5	< 0.1%
905-785-8928	4	< 0.1%
647-484-4372	4	< 0.1%
905-615-4750	4	< 0.1%
905-949-2222	4	< 0.1%
905-615-4640	4	< 0.1%
Other values (14080)	14362	96.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
905-615-3200	11	0.1%
905-624-3811	7	< 0.1%
905-615-3777	5	< 0.1%
905-896-0210	5	< 0.1%
905-785-8928	4	< 0.1%
647-484-4372	4	< 0.1%
905-615-4750	4	< 0.1%
905-949-2222	4	< 0.1%
905-615-4640	4	< 0.1%
905-567-4032	3	< 0.1%
Other values (14083)	14364	99.6%

Most occurring characters

Value	Count	Frequency (%)
-	28804	16.6%
0	25489	14.7%
5	22011	12.7%
9	21510	12.4%
6	13503	7.8%
2	13310	7.7%
7	11498	6.6%
8	11303	6.5%
1	9183	5.3%
4	9051	5.2%
Other values (6)	7671	4.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	144104	83.1%
Dash Punctuation	28806	16.6%
Space Separator	420	0.2%
Lowercase Letter	2	< 0.1%
Uppercase Letter	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	25489	17.7%
5	22011	15.3%
9	21510	14.9%
6	13503	9.4%
2	13310	9.2%
7	11498	8.0%
8	11303	7.8%
1	9183	6.4%
4	9051	6.3%
3	7246	5.0%

Dash Punctuation

Value	Count	Frequency (%)
-	28804	> 99.9%
–	2	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
x	1	50.0%
t	1	50.0%

Space Separator

Value	Count	Frequency (%)
	420	100.0%

Uppercase Letter

Value	Count	Frequency (%)
E	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	173330	> 99.9%
Latin	3	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	28804	16.6%
0	25489	14.7%
5	22011	12.7%
9	21510	12.4%
6	13503	7.8%
2	13310	7.7%
7	11498	6.6%
8	11303	6.5%
1	9183	5.3%
4	9051	5.2%
Other values (3)	7668	4.4%

Latin

Value	Count	Frequency (%)
E	1	33.3%
x	1	33.3%
t	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	173331	> 99.9%
Punctuation	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	28804	16.6%
0	25489	14.7%
5	22011	12.7%
9	21510	12.4%
6	13503	7.8%
2	13310	7.7%
7	11498	6.6%
8	11303	6.5%
1	9183	5.3%
4	9051	5.2%
Other values (5)	7669	4.4%

Punctuation

Value	Count	Frequency (%)
–	2	100.0%

Fax
Categorical

Distinct	8296
Distinct (%)	56.0%
Missing	0
Missing (%)	0.0%
Memory size	115.9 KiB

	6333
905-822-2673	8
905-361-6401	8
905-502-6982	5
905-896-9380	5
Other values (8291)	8466

Length

Max length	14
Median length	12
Mean length	7.3377403
Min length	1

Characters and Unicode

Total characters	108782
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8127 ?
Unique (%)	54.8%

Sample

1st row
2nd row	905-820-7189
3rd row	450-477-0484
4th row	905-820-5669
5th row

Common Values

Value	Count	Frequency (%)
	6333	42.7%
905-822-2673	8	0.1%
905-361-6401	8	0.1%
905-502-6982	5	< 0.1%
905-896-9380	5	< 0.1%
1-855-552-7329	4	< 0.1%
905-625-4815	4	< 0.1%
905-819-1331	3	< 0.1%
1-888-550-6922	3	< 0.1%
905-403-8409	3	< 0.1%
Other values (8286)	8449	57.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
905-822-2673	8	0.1%
905-361-6401	8	0.1%
905-502-6982	5	0.1%
905-896-9380	5	0.1%
1-855-552-7329	4	< 0.1%
905-625-4815	4	< 0.1%
905-828-0617	3	< 0.1%
905-625-8815	3	< 0.1%
905-542-0987	3	< 0.1%
905-306-7542	3	< 0.1%
Other values (8286)	8447	99.5%

Most occurring characters

Value	Count	Frequency (%)
-	17255	15.9%
0	13957	12.8%
5	13647	12.5%
9	13120	12.1%
6	8331	7.7%
2	7727	7.1%
8	6925	6.4%
7	6625	6.1%
	6334	5.8%
1	5498	5.1%
Other values (2)	9363	8.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	85193	78.3%
Dash Punctuation	17255	15.9%
Space Separator	6334	5.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	13957	16.4%
5	13647	16.0%
9	13120	15.4%
6	8331	9.8%
2	7727	9.1%
8	6925	8.1%
7	6625	7.8%
1	5498	6.5%
4	4888	5.7%
3	4475	5.3%

Dash Punctuation

Value	Count	Frequency (%)
-	17255	100.0%

Space Separator

Value	Count	Frequency (%)
	6334	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	108782	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	17255	15.9%
0	13957	12.8%
5	13647	12.5%
9	13120	12.1%
6	8331	7.7%
2	7727	7.1%
8	6925	6.4%
7	6625	6.1%
	6334	5.8%
1	5498	5.1%
Other values (2)	9363	8.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	108782	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	17255	15.9%
0	13957	12.8%
5	13647	12.5%
9	13120	12.1%
6	8331	7.7%
2	7727	7.1%
8	6925	6.4%
7	6625	6.1%
	6334	5.8%
1	5498	5.1%
Other values (2)	9363	8.6%

TollFree
Categorical

Distinct	2149
Distinct (%)	14.5%
Missing	0
Missing (%)	0.0%
Memory size	115.9 KiB

	12606
1-800-465-2422	8
1-800-769-2511	7
1-800-472-6842	5
1-877-849-3637	4
Other values (2144)	2195

Length

Max length	14
Median length	1
Mean length	2.9458347
Min length	1

Characters and Unicode

Total characters	43672
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2098 ?
Unique (%)	14.2%

Sample

1st row
2nd row
3rd row	1-800-598-3202
4th row
5th row

Common Values

Value	Count	Frequency (%)
	12606	85.0%
1-800-465-2422	8	0.1%
1-800-769-2511	7	< 0.1%
1-800-472-6842	5	< 0.1%
1-877-849-3637	4	< 0.1%
1-855-552-7467	4	< 0.1%
1-866-607-6301	3	< 0.1%
1-888-944-6539	3	< 0.1%
1-877-777-8672	3	< 0.1%
1-888-571-2627	2	< 0.1%
Other values (2139)	2180	14.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1-800-465-2422	8	0.4%
1-800-769-2511	7	0.3%
1-800-472-6842	5	0.2%
1-877-849-3637	4	0.2%
1-855-552-7467	4	0.2%
1-866-607-6301	3	0.1%
1-888-944-6539	3	0.1%
1-877-777-8672	3	0.1%
1-855-696-7227	2	0.1%
1-844-593-9707	2	0.1%
Other values (2143)	2183	98.2%

Most occurring characters

Value	Count	Frequency (%)
	12611	28.9%
-	6651	15.2%
8	4677	10.7%
1	3345	7.7%
6	2833	6.5%
0	2739	6.3%
7	2471	5.7%
2	1925	4.4%
5	1898	4.3%
3	1710	3.9%
Other values (3)	2812	6.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	24409	55.9%
Space Separator	12611	28.9%
Dash Punctuation	6652	15.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
8	4677	19.2%
1	3345	13.7%
6	2833	11.6%
0	2739	11.2%
7	2471	10.1%
2	1925	7.9%
5	1898	7.8%
3	1710	7.0%
4	1548	6.3%
9	1263	5.2%

Dash Punctuation

Value	Count	Frequency (%)
-	6651	> 99.9%
–	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	12611	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	43672	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
	12611	28.9%
-	6651	15.2%
8	4677	10.7%
1	3345	7.7%
6	2833	6.5%
0	2739	6.3%
7	2471	5.7%
2	1925	4.4%
5	1898	4.3%
3	1710	3.9%
Other values (3)	2812	6.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	43671	> 99.9%
Punctuation	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	12611	28.9%
-	6651	15.2%
8	4677	10.7%
1	3345	7.7%
6	2833	6.5%
0	2739	6.3%
7	2471	5.7%
2	1925	4.4%
5	1898	4.3%
3	1710	3.9%
Other values (2)	2811	6.4%

Punctuation

Value	Count	Frequency (%)
–	1	100.0%

EMail
Categorical

Distinct	9793
Distinct (%)	66.1%
Missing	0
Missing (%)	0.0%
Memory size	115.9 KiB

	4904
info@taxwide.com	5
insure@all-risks.com	4
info@mississaugaschoolofmusic.ca	3
info@publicstoragecanada.com	3
Other values (9788)	9906

Length

Max length	71
Median length	50
Mean length	15.419831
Min length	1

Characters and Unicode

Total characters	228599
Distinct characters	73
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9670 ?
Unique (%)	65.2%

Sample

1st row	contact@lafontaindeamitie.ca
2nd row	koneservice@kone.com
3rd row	matt.fleming@biessecanada.com
4th row	Priority@trimart.ca
5th row	mark@sawtechnology.com

Common Values

Value	Count	Frequency (%)
	4904	33.1%
info@taxwide.com	5	< 0.1%
insure@all-risks.com	4	< 0.1%
info@mississaugaschoolofmusic.ca	3	< 0.1%
info@publicstoragecanada.com	3	< 0.1%
chaseautogta@gmail.com	2	< 0.1%
inquiry@frendel.com	2	< 0.1%
info@oscarservice.com	2	< 0.1%
pharmahealth@pharmahealth.ca	2	< 0.1%
info@karachikitchen.com	2	< 0.1%
Other values (9783)	9896	66.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
info@taxwide.com	5	0.1%
insure@all-risks.com	4	< 0.1%
info@mississaugaschoolofmusic.ca	3	< 0.1%
info@publicstoragecanada.com	3	< 0.1%
bobchambersltd@bellnet.ca	2	< 0.1%
info@greatmountainginseng.com	2	< 0.1%
westport@westportfrt.com	2	< 0.1%
swil@adworksmailing.com	2	< 0.1%
info@letreport.com	2	< 0.1%
lindalaakso@customorthotic.ca	2	< 0.1%
Other values (9787)	9913	99.7%

Most occurring characters

Value	Count	Frequency (%)
a	20601	9.0%
o	20540	9.0%
c	17366	7.6%
i	15559	6.8%
e	14868	6.5%
m	13466	5.9%
n	13088	5.7%
s	12021	5.3%
r	10961	4.8%
.	10838	4.7%
Other values (63)	79291	34.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	198805	87.0%
Other Punctuation	20770	9.1%
Space Separator	4958	2.2%
Decimal Number	2601	1.1%
Uppercase Letter	935	0.4%
Dash Punctuation	374	0.2%
Connector Punctuation	155	0.1%
Final Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	20601	10.4%
o	20540	10.3%
c	17366	8.7%
i	15559	7.8%
e	14868	7.5%
m	13466	6.8%
n	13088	6.6%
s	12021	6.0%
r	10961	5.5%
t	10400	5.2%
Other values (16)	49935	25.1%

Uppercase Letter

Value	Count	Frequency (%)
I	166	17.8%
S	112	12.0%
M	102	10.9%
A	77	8.2%
C	58	6.2%
D	47	5.0%
P	39	4.2%
B	39	4.2%
R	37	4.0%
J	34	3.6%
Other values (16)	224	24.0%

Decimal Number

Value	Count	Frequency (%)
1	484	18.6%
0	422	16.2%
2	389	15.0%
3	222	8.5%
4	205	7.9%
5	196	7.5%
7	177	6.8%
8	173	6.7%
6	170	6.5%
9	163	6.3%

Other Punctuation

Value	Count	Frequency (%)
.	10838	52.2%
@	9915	47.7%
&	6	< 0.1%
/	5	< 0.1%
,	3	< 0.1%
'	2	< 0.1%
:	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	4958	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	374	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	155	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	199740	87.4%
Common	28859	12.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	20601	10.3%
o	20540	10.3%
c	17366	8.7%
i	15559	7.8%
e	14868	7.4%
m	13466	6.7%
n	13088	6.6%
s	12021	6.0%
r	10961	5.5%
t	10400	5.2%
Other values (42)	50870	25.5%

Common

Value	Count	Frequency (%)
.	10838	37.6%
@	9915	34.4%
	4958	17.2%
1	484	1.7%
0	422	1.5%
2	389	1.3%
-	374	1.3%
3	222	0.8%
4	205	0.7%
5	196	0.7%
Other values (11)	856	3.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	228598	> 99.9%
Punctuation	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	20601	9.0%
o	20540	9.0%
c	17366	7.6%
i	15559	6.8%
e	14868	6.5%
m	13466	5.9%
n	13088	5.7%
s	12021	5.3%
r	10961	4.8%
.	10838	4.7%
Other values (62)	79290	34.7%

Punctuation

Value	Count	Frequency (%)
’	1	100.0%

WebAddress
Categorical

Distinct	9717
Distinct (%)	65.5%
Missing	0
Missing (%)	0.0%
Memory size	115.9 KiB

	3853
www.timhortons.com	45
www.dpcdsb.org	43
www.subway.com	43
www.petro-canada.ca	22
Other values (9712)	10819

Length

Max length	50
Median length	43
Mean length	14.746712
Min length	1

Characters and Unicode

Total characters	218620
Distinct characters	69
Distinct categories	10 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9157 ?
Unique (%)	61.8%

Sample

1st row	www.lafontaindeamitie.ca
2nd row	www.kone.ca
3rd row	www.biessecanada.com
4th row	www.trimart.ca
5th row	www.sawtechnology.com

Common Values

Value	Count	Frequency (%)
	3853	26.0%
www.timhortons.com	45	0.3%
www.dpcdsb.org	43	0.3%
www.subway.com	43	0.3%
www.petro-canada.ca	22	0.1%
www.shoppersdrugmart.ca	21	0.1%
www.mississauga.ca/portal/residents/fire	19	0.1%
www.shell.ca	18	0.1%
www.starbucks.ca	17	0.1%
www.dollarama.com	16	0.1%
Other values (9707)	10728	72.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
www.timhortons.com	45	0.4%
www.subway.com	43	0.4%
www.dpcdsb.org	43	0.4%
www.petro-canada.ca	22	0.2%
www.shoppersdrugmart.ca	21	0.2%
www.mississauga.ca/portal/residents/fire	19	0.2%
www.shell.ca	18	0.2%
www.starbucks.ca	17	0.2%
www.dollarama.com	16	0.1%
www.edwardjones.com	15	0.1%
Other values (9704)	10721	97.6%

Most occurring characters

Value	Count	Frequency (%)
w	34475	15.8%
.	22162	10.1%
c	17377	7.9%
a	17013	7.8%
o	15585	7.1%
e	12604	5.8%
m	10716	4.9%
s	9797	4.5%
i	9771	4.5%
r	9639	4.4%
Other values (59)	59481	27.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	191232	87.5%
Other Punctuation	22333	10.2%
Space Separator	3860	1.8%
Dash Punctuation	508	0.2%
Decimal Number	473	0.2%
Uppercase Letter	201	0.1%
Math Symbol	9	< 0.1%
Control	2	< 0.1%
Modifier Symbol	1	< 0.1%
Connector Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
w	34475	18.0%
c	17377	9.1%
a	17013	8.9%
o	15585	8.1%
e	12604	6.6%
m	10716	5.6%
s	9797	5.1%
i	9771	5.1%
r	9639	5.0%
t	9156	4.8%
Other values (16)	45099	23.6%

Uppercase Letter

Value	Count	Frequency (%)
W	30	14.9%
C	21	10.4%
M	13	6.5%
S	13	6.5%
R	12	6.0%
A	11	5.5%
P	10	5.0%
F	10	5.0%
I	10	5.0%
L	10	5.0%
Other values (13)	61	30.3%

Decimal Number

Value	Count	Frequency (%)
1	102	21.6%
2	86	18.2%
0	74	15.6%
4	63	13.3%
3	39	8.2%
6	27	5.7%
9	23	4.9%
5	22	4.7%
8	22	4.7%
7	15	3.2%

Other Punctuation

Value	Count	Frequency (%)
.	22162	99.2%
/	165	0.7%
&	4	< 0.1%
\	2	< 0.1%

Space Separator

Value	Count	Frequency (%)
	3860	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	508	100.0%

Math Symbol

Value	Count	Frequency (%)
~	9	100.0%

Control

Value	Count	Frequency (%)
	2	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	191433	87.6%
Common	27187	12.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
w	34475	18.0%
c	17377	9.1%
a	17013	8.9%
o	15585	8.1%
e	12604	6.6%
m	10716	5.6%
s	9797	5.1%
i	9771	5.1%
r	9639	5.0%
t	9156	4.8%
Other values (39)	45300	23.7%

Common

Value	Count	Frequency (%)
.	22162	81.5%
	3860	14.2%
-	508	1.9%
/	165	0.6%
1	102	0.4%
2	86	0.3%
0	74	0.3%
4	63	0.2%
3	39	0.1%
6	27	0.1%
Other values (10)	101	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	218620	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
w	34475	15.8%
.	22162	10.1%
c	17377	7.9%
a	17013	7.8%
o	15585	7.1%
e	12604	5.8%
m	10716	4.9%
s	9797	4.5%
i	9771	4.5%
r	9639	4.4%
Other values (59)	59481	27.2%

StreetNo
Real number (ℝ)

Distinct	2795
Distinct (%)	18.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2965.1375

Minimum	1
Maximum	7895
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	115.9 KiB

Quantile statistics

Minimum	1
5-th percentile	56
Q1	1050
median	2399
Q3	5155
95-th percentile	7071
Maximum	7895
Range	7894
Interquartile range (IQR)	4105

Descriptive statistics

Standard deviation	2370.3055
Coefficient of variation (CV)	0.7993914
Kurtosis	-1.0780181
Mean	2965.1375
Median Absolute Deviation (MAD)	1680
Skewness	0.51402614
Sum	43958164
Variance	5618347.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	231	1.6%
5100	111	0.7%
7205	106	0.7%
1	89	0.6%
1250	79	0.5%
1550	72	0.5%
2425	64	0.4%
50	59	0.4%
4141	56	0.4%
2355	54	0.4%
Other values (2785)	13904	93.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	89	0.6%
2	40	0.3%
3	34	0.2%
4	30	0.2%
5	1	< 0.1%
6	7	< 0.1%
7	4	< 0.1%
8	5	< 0.1%
9	4	< 0.1%
10	26	0.2%

Value	Count	Frequency (%)
7895	28	0.2%
7890	2	< 0.1%
7885	15	0.1%
7880	1	< 0.1%
7875	7	< 0.1%
7860	1	< 0.1%
7855	1	< 0.1%
7840	1	< 0.1%
7830	1	< 0.1%
7825	1	< 0.1%

StreetName
Categorical

Distinct	604
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Memory size	115.9 KiB

Dundas St E	617
Matheson Blvd E	405
Dixie Rd	380
Hurontario St	328
Dundas St W	306
Other values (599)	12789

Length

Max length	26
Median length	21
Mean length	11.932277
Min length	3

Characters and Unicode

Total characters	176896
Distinct characters	53
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	139 ?
Unique (%)	0.9%

Sample

1st row	Lewisham Dr
2nd row	Laird Rd
3rd row	Laird Rd
4th row	Laird Rd
5th row	Laird Rd

Common Values

Value	Count	Frequency (%)
Dundas St E	617	4.2%
Matheson Blvd E	405	2.7%
Dixie Rd	380	2.6%
Hurontario St	328	2.2%
Dundas St W	306	2.1%
City Centre Dr	294	2.0%
Lakeshore Rd E	291	2.0%
Britannia Rd E	276	1.9%
Tomken Rd	271	1.8%
Argentia Rd	261	1.8%
Other values (594)	11396	76.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
rd	5431	15.4%
dr	3459	9.8%
e	2305	6.5%
st	1832	5.2%
blvd	1541	4.4%
w	1354	3.8%
dundas	927	2.6%
ave	748	2.1%
matheson	505	1.4%
pky	492	1.4%
Other values (615)	16650	47.2%

Most occurring characters

Value	Count	Frequency (%)
	20419	11.5%
r	14698	8.3%
e	13581	7.7%
a	11177	6.3%
d	10648	6.0%
n	9424	5.3%
t	9016	5.1%
i	8465	4.8%
o	6875	3.9%
l	6159	3.5%
Other values (43)	66434	37.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	120862	68.3%
Uppercase Letter	35517	20.1%
Space Separator	20419	11.5%
Dash Punctuation	87	< 0.1%
Other Punctuation	11	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	14698	12.2%
e	13581	11.2%
a	11177	9.2%
d	10648	8.8%
n	9424	7.8%
t	9016	7.5%
i	8465	7.0%
o	6875	5.7%
l	6159	5.1%
s	5265	4.4%
Other values (15)	25554	21.1%

Uppercase Letter

Value	Count	Frequency (%)
R	6026	17.0%
D	5629	15.8%
S	3502	9.9%
E	3123	8.8%
B	2767	7.8%
C	2523	7.1%
W	2209	6.2%
M	1806	5.1%
A	1792	5.0%
T	1265	3.6%
Other values (14)	4875	13.7%

Other Punctuation

Value	Count	Frequency (%)
'	10	90.9%
.	1	9.1%

Space Separator

Value	Count	Frequency (%)
	20419	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	87	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	156379	88.4%
Common	20517	11.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	14698	9.4%
e	13581	8.7%
a	11177	7.1%
d	10648	6.8%
n	9424	6.0%
t	9016	5.8%
i	8465	5.4%
o	6875	4.4%
l	6159	3.9%
R	6026	3.9%
Other values (39)	60310	38.6%

Common

Value	Count	Frequency (%)
	20419	99.5%
-	87	0.4%
'	10	< 0.1%
.	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	176896	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	20419	11.5%
r	14698	8.3%
e	13581	7.7%
a	11177	6.3%
d	10648	6.0%
n	9424	5.3%
t	9016	5.1%
i	8465	4.8%
o	6875	3.9%
l	6159	3.5%
Other values (43)	66434	37.6%

Address
Categorical

Distinct	5587
Distinct (%)	37.7%
Missing	0
Missing (%)	0.0%
Memory size	115.9 KiB

100 City Centre Dr	201
7205 Goreway Dr	98
5100 Erin Mills Pky	96
1250 South Service Rd	66
1550 South Gateway Rd	58
Other values (5582)	14306

Length

Max length	32
Median length	27
Mean length	16.6143
Min length	5

Characters and Unicode

Total characters	246307
Distinct characters	63
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3652 ?
Unique (%)	24.6%

Sample

1st row	1445 Lewisham Dr
2nd row	3505 Laird Rd
3rd row	3505 Laird Rd
4th row	3505 Laird Rd
5th row	3505 Laird Rd

Common Values

Value	Count	Frequency (%)
100 City Centre Dr	201	1.4%
7205 Goreway Dr	98	0.7%
5100 Erin Mills Pky	96	0.6%
1250 South Service Rd	66	0.4%
1550 South Gateway Rd	58	0.4%
50 Burnhamthorpe Rd W	44	0.3%
4141 Dixie Rd	44	0.3%
2355 Derry Rd E	44	0.3%
2225 Erin Mills Pky	43	0.3%
2425 Matheson Blvd E	40	0.3%
Other values (5577)	14091	95.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
rd	5430	10.8%
dr	3458	6.9%
e	2304	4.6%
st	1832	3.7%
blvd	1541	3.1%
w	1355	2.7%
dundas	927	1.9%
ave	749	1.5%
matheson	505	1.0%
pky	492	1.0%
Other values (3412)	31478	62.9%

Most occurring characters

Value	Count	Frequency (%)
	35246	14.3%
r	14695	6.0%
e	13581	5.5%
a	11180	4.5%
d	10645	4.3%
0	9797	4.0%
n	9426	3.8%
5	9109	3.7%
t	9017	3.7%
i	8466	3.4%
Other values (53)	115145	46.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	120855	49.1%
Decimal Number	54576	22.2%
Uppercase Letter	35532	14.4%
Space Separator	35246	14.3%
Dash Punctuation	87	< 0.1%
Other Punctuation	11	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	14695	12.2%
e	13581	11.2%
a	11180	9.3%
d	10645	8.8%
n	9426	7.8%
t	9017	7.5%
i	8466	7.0%
o	6875	5.7%
l	6161	5.1%
s	5264	4.4%
Other values (15)	25545	21.1%

Uppercase Letter

Value	Count	Frequency (%)
R	6028	17.0%
D	5631	15.8%
S	3502	9.9%
E	3123	8.8%
B	2770	7.8%
C	2529	7.1%
W	2210	6.2%
M	1806	5.1%
A	1793	5.0%
T	1265	3.6%
Other values (14)	4875	13.7%

Decimal Number

Value	Count	Frequency (%)
0	9797	18.0%
5	9109	16.7%
1	7837	14.4%
2	5976	10.9%
3	4771	8.7%
6	4396	8.1%
7	3938	7.2%
4	3294	6.0%
9	2761	5.1%
8	2697	4.9%

Other Punctuation

Value	Count	Frequency (%)
'	10	90.9%
.	1	9.1%

Space Separator

Value	Count	Frequency (%)
	35246	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	87	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	156387	63.5%
Common	89920	36.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	14695	9.4%
e	13581	8.7%
a	11180	7.1%
d	10645	6.8%
n	9426	6.0%
t	9017	5.8%
i	8466	5.4%
o	6875	4.4%
l	6161	3.9%
R	6028	3.9%
Other values (39)	60313	38.6%

Common

Value	Count	Frequency (%)
	35246	39.2%
0	9797	10.9%
5	9109	10.1%
1	7837	8.7%
2	5976	6.6%
3	4771	5.3%
6	4396	4.9%
7	3938	4.4%
4	3294	3.7%
9	2761	3.1%
Other values (4)	2795	3.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	246307	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	35246	14.3%
r	14695	6.0%
e	13581	5.5%
a	11180	4.5%
d	10645	4.3%
0	9797	4.0%
n	9426	3.8%
5	9109	3.7%
t	9017	3.7%
i	8466	3.4%
Other values (53)	115145	46.7%

PostalCode
Categorical

Distinct	2689
Distinct (%)	18.1%
Missing	0
Missing (%)	0.0%
Memory size	115.9 KiB

L5B 2C9	201
L4T 2T9	98
L5M 4Z5	96
L5P 1B2	71
L5C 1V8	70
Other values (2684)	14289

Length

Max length	15
Median length	7
Mean length	6.9997302
Min length	6

Characters and Unicode

Total characters	103771
Distinct characters	38
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	883 ?
Unique (%)	6.0%

Sample

1st row	L5J 3R2
2nd row	L5L 5Y7
3rd row	L5L 5Y7
4th row	L5L 5Y7
5th row	L5L 5Y7

Common Values

Value	Count	Frequency (%)
L5B 2C9	201	1.4%
L4T 2T9	98	0.7%
L5M 4Z5	96	0.6%
L5P 1B2	71	0.5%
L5C 1V8	70	0.5%
L5E 1V4	66	0.4%
L4W 5G6	58	0.4%
L5J 1K5	54	0.4%
L4X 1L4	53	0.4%
L4Y 1Y6	47	0.3%
Other values (2679)	14011	94.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
l4w	2371	8.0%
l5t	1606	5.4%
l5n	1164	3.9%
l4z	943	3.2%
l5l	872	2.9%
l5b	856	2.9%
l5s	848	2.9%
l5m	684	2.3%
l4t	676	2.3%
l5a	579	2.0%
Other values (1027)	19032	64.2%

Most occurring characters

Value	Count	Frequency (%)
L	16432	15.8%
	14805	14.3%
5	12036	11.6%
4	9038	8.7%
1	7411	7.1%
2	4954	4.8%
3	3117	3.0%
W	3097	3.0%
T	2872	2.8%
6	2172	2.1%
Other values (28)	27837	26.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	44480	42.9%
Decimal Number	44479	42.9%
Space Separator	14805	14.3%
Lowercase Letter	5	< 0.1%
Control	2	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
L	16432	36.9%
W	3097	7.0%
T	2872	6.5%
N	1815	4.1%
A	1748	3.9%
B	1695	3.8%
Z	1599	3.6%
C	1547	3.5%
V	1472	3.3%
M	1415	3.2%
Other values (12)	10788	24.3%

Decimal Number

Value	Count	Frequency (%)
5	12036	27.1%
4	9038	20.3%
1	7411	16.7%
2	4954	11.1%
3	3117	7.0%
6	2172	4.9%
8	1837	4.1%
9	1769	4.0%
7	1556	3.5%
0	589	1.3%

Lowercase Letter

Value	Count	Frequency (%)
k	2	40.0%
g	1	20.0%
c	1	20.0%
l	1	20.0%

Space Separator

Value	Count	Frequency (%)
	14805	100.0%

Control

Value	Count	Frequency (%)
	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	59286	57.1%
Latin	44485	42.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
L	16432	36.9%
W	3097	7.0%
T	2872	6.5%
N	1815	4.1%
A	1748	3.9%
B	1695	3.8%
Z	1599	3.6%
C	1547	3.5%
V	1472	3.3%
M	1415	3.2%
Other values (16)	10793	24.3%

Common

Value	Count	Frequency (%)
	14805	25.0%
5	12036	20.3%
4	9038	15.2%
1	7411	12.5%
2	4954	8.4%
3	3117	5.3%
6	2172	3.7%
8	1837	3.1%
9	1769	3.0%
7	1556	2.6%
Other values (2)	591	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	103771	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
L	16432	15.8%
	14805	14.3%
5	12036	11.6%
4	9038	8.7%
1	7411	7.1%
2	4954	4.8%
3	3117	3.0%
W	3097	3.0%
T	2872	2.8%
6	2172	2.1%
Other values (28)	27837	26.8%

BldgNo
Categorical

HIGH CARDINALITY
HIGH CORRELATION

Distinct	61
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	115.9 KiB

	14080
Bldg 1	158
Bldg 2	157
Bldg A	66
Bldg B	58
Other values (56)	306

Length

Max length	15
Median length	1
Mean length	1.2584823
Min length	1

Characters and Unicode

Total characters	18657
Distinct characters	48
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	22 ?
Unique (%)	0.1%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

Value	Count	Frequency (%)
	14080	95.0%
Bldg 1	158	1.1%
Bldg 2	157	1.1%
Bldg A	66	0.4%
Bldg B	58	0.4%
Bldg 3	53	0.4%
Bldg 4	38	0.3%
Bldg K	23	0.2%
Bldg C	19	0.1%
East Tower	11	0.1%
Other values (51)	162	1.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
bldg	653	44.3%
1	172	11.7%
2	169	11.5%
a	74	5.0%
b	64	4.3%
3	57	3.9%
4	48	3.3%
plaza	26	1.8%
k	23	1.6%
c	20	1.4%
Other values (35)	168	11.4%

Most occurring characters

Value	Count	Frequency (%)
	14810	79.4%
B	722	3.9%
l	695	3.7%
g	673	3.6%
d	658	3.5%
1	197	1.1%
2	174	0.9%
a	99	0.5%
A	76	0.4%
3	57	0.3%
Other values (38)	496	2.7%

Most occurring categories

Value	Count	Frequency (%)
Space Separator	14810	79.4%
Lowercase Letter	2353	12.6%
Uppercase Letter	973	5.2%
Decimal Number	518	2.8%
Other Punctuation	3	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
B	722	74.2%
A	76	7.8%
P	26	2.7%
K	23	2.4%
C	22	2.3%
E	21	2.2%
T	18	1.8%
H	18	1.8%
D	10	1.0%
F	8	0.8%
Other values (9)	29	3.0%

Lowercase Letter

Value	Count	Frequency (%)
l	695	29.5%
g	673	28.6%
d	658	28.0%
a	99	4.2%
r	42	1.8%
e	41	1.7%
z	26	1.1%
t	24	1.0%
o	24	1.0%
s	20	0.8%
Other values (7)	51	2.2%

Decimal Number

Value	Count	Frequency (%)
1	197	38.0%
2	174	33.6%
3	57	11.0%
4	48	9.3%
9	10	1.9%
6	9	1.7%
5	7	1.4%
0	7	1.4%
7	5	1.0%
8	4	0.8%

Space Separator

Value	Count	Frequency (%)
	14810	100.0%

Other Punctuation

Value	Count	Frequency (%)
&	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	15331	82.2%
Latin	3326	17.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
B	722	21.7%
l	695	20.9%
g	673	20.2%
d	658	19.8%
a	99	3.0%
A	76	2.3%
r	42	1.3%
e	41	1.2%
z	26	0.8%
P	26	0.8%
Other values (26)	268	8.1%

Common

Value	Count	Frequency (%)
	14810	96.6%
1	197	1.3%
2	174	1.1%
3	57	0.4%
4	48	0.3%
9	10	0.1%
6	9	0.1%
5	7	< 0.1%
0	7	< 0.1%
7	5	< 0.1%
Other values (2)	7	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	18657	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	14810	79.4%
B	722	3.9%
l	695	3.7%
g	673	3.6%
d	658	3.5%
1	197	1.1%
2	174	0.9%
a	99	0.5%
A	76	0.4%
3	57	0.3%
Other values (38)	496	2.7%

UnitNo
Categorical

Distinct	1602
Distinct (%)	10.8%
Missing	0
Missing (%)	0.0%
Memory size	115.9 KiB

	4942
1	519
2	413
3	360
4	351
Other values (1597)	8240

Length

Max length	37
Median length	1
Mean length	2.14914
Min length	1

Characters and Unicode

Total characters	31861
Distinct characters	65
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1030 ?
Unique (%)	6.9%

Sample

1st row
2nd row	14&15
3rd row	3&4
4th row	2
5th row	18

Common Values

Value	Count	Frequency (%)
	4942	33.3%
1	519	3.5%
2	413	2.8%
3	360	2.4%
4	351	2.4%
5	312	2.1%
6	280	1.9%
7	240	1.6%
8	214	1.4%
9	179	1.2%
Other values (1592)	7015	47.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1	607	5.4%
2	445	3.9%
3	419	3.7%
4	395	3.5%
5	367	3.2%
to	339	3.0%
6	323	2.9%
7	322	2.8%
8	291	2.6%
	228	2.0%
Other values (1254)	7583	67.0%

Most occurring characters

Value	Count	Frequency (%)
	6377	20.0%
1	5271	16.5%
2	3431	10.8%
0	3366	10.6%
3	1837	5.8%
4	1560	4.9%
5	1315	4.1%
6	1097	3.4%
&	993	3.1%
7	916	2.9%
Other values (55)	5698	17.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	20303	63.7%
Space Separator	6377	20.0%
Lowercase Letter	1956	6.1%
Uppercase Letter	1866	5.9%
Other Punctuation	1137	3.6%
Dash Punctuation	201	0.6%
Close Punctuation	10	< 0.1%
Open Punctuation	10	< 0.1%
Control	1	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	531	28.5%
B	424	22.7%
C	175	9.4%
F	133	7.1%
D	99	5.3%
E	98	5.3%
L	60	3.2%
G	59	3.2%
H	57	3.1%
R	33	1.8%
Other values (14)	197	10.6%

Lowercase Letter

Value	Count	Frequency (%)
o	571	29.2%
t	465	23.8%
r	156	8.0%
l	131	6.7%
e	120	6.1%
s	76	3.9%
n	61	3.1%
i	56	2.9%
h	51	2.6%
a	46	2.4%
Other values (12)	223	11.4%

Decimal Number

Value	Count	Frequency (%)
1	5271	26.0%
2	3431	16.9%
0	3366	16.6%
3	1837	9.0%
4	1560	7.7%
5	1315	6.5%
6	1097	5.4%
7	916	4.5%
8	826	4.1%
9	684	3.4%

Other Punctuation

Value	Count	Frequency (%)
&	993	87.3%
,	140	12.3%
/	3	0.3%
.	1	0.1%

Space Separator

Value	Count	Frequency (%)
	6377	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	201	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	10	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	10	100.0%

Control

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	28039	88.0%
Latin	3822	12.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	571	14.9%
A	531	13.9%
t	465	12.2%
B	424	11.1%
C	175	4.6%
r	156	4.1%
F	133	3.5%
l	131	3.4%
e	120	3.1%
D	99	2.6%
Other values (36)	1017	26.6%

Common

Value	Count	Frequency (%)
	6377	22.7%
1	5271	18.8%
2	3431	12.2%
0	3366	12.0%
3	1837	6.6%
4	1560	5.6%
5	1315	4.7%
6	1097	3.9%
&	993	3.5%
7	916	3.3%
Other values (9)	1876	6.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	31861	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6377	20.0%
1	5271	16.5%
2	3431	10.8%
0	3366	10.6%
3	1837	5.8%
4	1560	4.9%
5	1315	4.1%
6	1097	3.4%
&	993	3.1%
7	916	2.9%
Other values (55)	5698	17.9%

Modified
Categorical

Distinct	189
Distinct (%)	1.3%
Missing	10
Missing (%)	0.1%
Memory size	115.9 KiB

2018/12/30 00:00:00+00	2771
2019/12/12 00:00:00+00	1848
2019/09/19 00:00:00+00	1586
2017/11/09 00:00:00+00	1111
2017/11/08 00:00:00+00	968
Other values (184)	6531

Length

Max length	22
Median length	22
Mean length	22
Min length	22

Characters and Unicode

Total characters	325930
Distinct characters	14
Distinct categories	4 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	50 ?
Unique (%)	0.3%

Sample

1st row	2021/06/25 00:00:00+00
2nd row	2021/06/03 00:00:00+00
3rd row	2021/07/15 00:00:00+00
4th row	2021/07/15 00:00:00+00
5th row	2021/07/15 00:00:00+00

Common Values

Value	Count	Frequency (%)
2018/12/30 00:00:00+00	2771	18.7%
2019/12/12 00:00:00+00	1848	12.5%
2019/09/19 00:00:00+00	1586	10.7%
2017/11/09 00:00:00+00	1111	7.5%
2017/11/08 00:00:00+00	968	6.5%
2021/07/02 00:00:00+00	354	2.4%
2019/06/07 00:00:00+00	267	1.8%
2021/05/21 00:00:00+00	186	1.3%
2018/09/30 00:00:00+00	177	1.2%
2021/05/17 00:00:00+00	168	1.1%
Other values (179)	5379	36.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
00:00:00+00	14815	50.0%
2018/12/30	2771	9.4%
2019/12/12	1848	6.2%
2019/09/19	1586	5.4%
2017/11/09	1111	3.7%
2017/11/08	968	3.3%
2021/07/02	354	1.2%
2019/06/07	267	0.9%
2021/05/21	186	0.6%
2018/09/30	177	0.6%
Other values (180)	5547	18.7%

Most occurring characters

Value	Count	Frequency (%)
0	148805	45.7%
1	29895	9.2%
/	29630	9.1%
:	29630	9.1%
2	29181	9.0%
	14815	4.5%
+	14815	4.5%
9	8963	2.7%
7	6006	1.8%
8	5090	1.6%
Other values (4)	9100	2.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	237040	72.7%
Other Punctuation	59260	18.2%
Space Separator	14815	4.5%
Math Symbol	14815	4.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	148805	62.8%
1	29895	12.6%
2	29181	12.3%
9	8963	3.8%
7	6006	2.5%
8	5090	2.1%
3	3797	1.6%
6	2508	1.1%
5	2286	1.0%
4	509	0.2%

Other Punctuation

Value	Count	Frequency (%)
/	29630	50.0%
:	29630	50.0%

Space Separator

Value	Count	Frequency (%)
	14815	100.0%

Math Symbol

Value	Count	Frequency (%)
+	14815	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	325930	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	148805	45.7%
1	29895	9.2%
/	29630	9.1%
:	29630	9.1%
2	29181	9.0%
	14815	4.5%
+	14815	4.5%
9	8963	2.7%
7	6006	1.8%
8	5090	1.6%
Other values (4)	9100	2.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	325930	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	148805	45.7%
1	29895	9.2%
/	29630	9.1%
:	29630	9.1%
2	29181	9.0%
	14815	4.5%
+	14815	4.5%
9	8963	2.7%
7	6006	1.8%
8	5090	1.6%
Other values (4)	9100	2.8%

PIN
Real number (ℝ)

Distinct	4401
Distinct (%)	29.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11578612

Minimum	32500
Maximum	32656400
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	115.9 KiB

Quantile statistics

Minimum	32500
5-th percentile	1879320
Q1	5174400
median	10177400
Q3	14791600
95-th percentile	31096500
Maximum	32656400
Range	32623900
Interquartile range (IQR)	9617200

Descriptive statistics

Standard deviation	8034094.9
Coefficient of variation (CV)	0.69387374
Kurtosis	0.46781438
Mean	11578612
Median Absolute Deviation (MAD)	4699200
Skewness	1.0392563
Sum	1.7165292 × 10¹¹
Variance	6.454668 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6068300	201	1.4%
31141506	121	0.8%
4407700	101	0.7%
9663800	100	0.7%
12876900	66	0.4%
24265600	63	0.4%
14804200	58	0.4%
31381800	55	0.4%
17704200	53	0.4%
10248600	45	0.3%
Other values (4391)	13962	94.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
32500	1	< 0.1%
37200	4	< 0.1%
37400	11	0.1%
38300	2	< 0.1%
38400	4	< 0.1%
38600	4	< 0.1%
38800	1	< 0.1%
38900	2	< 0.1%
39300	1	< 0.1%
39800	1	< 0.1%

Value	Count	Frequency (%)
32656400	1	< 0.1%
32646400	44	0.3%
32551400	1	< 0.1%
32526400	2	< 0.1%
32476400	11	0.1%
32442000	5	< 0.1%
32441600	2	< 0.1%
32436400	25	0.2%
32431500	43	0.3%
32371800	1	< 0.1%

CHArea
Categorical

HIGH CARDINALITY
HIGH CORRELATION

Distinct	56
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	115.9 KiB

Northeast EA (West)	4195
Gateway EA (East)	912
Dixie EA	911
Meadowvale Business Park CC	871
Western Business Park EA	753
Other values (51)	7183

Length

Max length	27
Median length	23
Mean length	16.492951
Min length	7

Characters and Unicode

Total characters	244508
Distinct characters	44
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Clarkson - Lorne Park NHD
2nd row	Western Business Park EA
3rd row	Western Business Park EA
4th row	Western Business Park EA
5th row	Western Business Park EA

Common Values

Value	Count	Frequency (%)
Northeast EA (West)	4195	28.3%
Gateway EA (East)	912	6.2%
Dixie EA	911	6.1%
Meadowvale Business Park CC	871	5.9%
Western Business Park EA	753	5.1%
DT Core	700	4.7%
Airport CC	469	3.2%
Northeast EA (East)	380	2.6%
Mavis-Erindale EA	369	2.5%
DT Cooksville	351	2.4%
Other values (46)	4914	33.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
ea	7951	19.4%
northeast	4575	11.2%
west	4502	11.0%
nhd	2650	6.5%
park	1816	4.4%
east	1734	4.2%
business	1624	4.0%
cc	1601	3.9%
gateway	1337	3.3%
dt	1203	2.9%
Other values (45)	12033	29.3%

Most occurring characters

Value	Count	Frequency (%)
	26201	10.7%
e	22092	9.0%
t	21076	8.6%
s	18779	7.7%
a	16340	6.7%
r	12757	5.2%
o	11344	4.6%
E	10560	4.3%
A	9038	3.7%
i	8691	3.6%
Other values (34)	87630	35.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	146770	60.0%
Uppercase Letter	58969	24.1%
Space Separator	26201	10.7%
Close Punctuation	5968	2.4%
Open Punctuation	5968	2.4%
Dash Punctuation	632	0.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	22092	15.1%
t	21076	14.4%
s	18779	12.8%
a	16340	11.1%
r	12757	8.7%
o	11344	7.7%
i	8691	5.9%
l	5994	4.1%
h	5421	3.7%
n	5051	3.4%
Other values (12)	19225	13.1%

Uppercase Letter

Value	Count	Frequency (%)
E	10560	17.9%
A	9038	15.3%
N	8505	14.4%
C	6728	11.4%
W	5279	9.0%
D	4764	8.1%
H	2911	4.9%
M	2670	4.5%
P	2274	3.9%
B	1624	2.8%
Other values (8)	4616	7.8%

Space Separator

Value	Count	Frequency (%)
	26201	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	5968	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	5968	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	632	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	205739	84.1%
Common	38769	15.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	22092	10.7%
t	21076	10.2%
s	18779	9.1%
a	16340	7.9%
r	12757	6.2%
o	11344	5.5%
E	10560	5.1%
A	9038	4.4%
i	8691	4.2%
N	8505	4.1%
Other values (30)	66557	32.4%

Common

Value	Count	Frequency (%)
	26201	67.6%
)	5968	15.4%
(	5968	15.4%
-	632	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	244508	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	26201	10.7%
e	22092	9.0%
t	21076	8.6%
s	18779	7.7%
a	16340	6.7%
r	12757	5.2%
o	11344	4.6%
E	10560	4.3%
A	9038	3.7%
i	8691	3.6%
Other values (34)	87630	35.8%

Ward
Real number (ℝ)

Distinct	11
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.3857673

Minimum	1
Maximum	11
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	115.9 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	5
median	5
Q3	7
95-th percentile	11
Maximum	11
Range	10
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.4612868
Coefficient of variation (CV)	0.45699836
Kurtosis	0.06594084
Mean	5.3857673
Median Absolute Deviation (MAD)	1
Skewness	0.37329748
Sum	79844
Variance	6.0579329
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
5	6575	44.4%
1	1250	8.4%
8	1116	7.5%
7	986	6.7%
3	957	6.5%
9	881	5.9%
4	827	5.6%
11	823	5.6%
6	679	4.6%
2	582	3.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1250	8.4%
2	582	3.9%
3	957	6.5%
4	827	5.6%
5	6575	44.4%
6	679	4.6%
7	986	6.7%
8	1116	7.5%
9	881	5.9%
10	149	1.0%

Value	Count	Frequency (%)
11	823	5.6%
10	149	1.0%
9	881	5.9%
8	1116	7.5%
7	986	6.7%
6	679	4.6%
5	6575	44.4%
4	827	5.6%
3	957	6.5%
2	582	3.9%

BIA_NAME
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	115.9 KiB

	13414
CK	443
MLT	362
PC	304
STR	215

Length

Max length	3
Median length	1
Mean length	1.1399663
Min length	1

Characters and Unicode

Total characters	16900
Distinct characters	10
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

Value	Count	Frequency (%)
	13414	90.5%
CK	443	3.0%
MLT	362	2.4%
PC	304	2.1%
STR	215	1.5%
CLV	87	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
ck	443	31.4%
mlt	362	25.7%
pc	304	21.5%
str	215	15.2%
clv	87	6.2%

Most occurring characters

Value	Count	Frequency (%)
	13414	79.4%
C	834	4.9%
T	577	3.4%
L	449	2.7%
K	443	2.6%
M	362	2.1%
P	304	1.8%
S	215	1.3%
R	215	1.3%
V	87	0.5%

Most occurring categories

Value	Count	Frequency (%)
Space Separator	13414	79.4%
Uppercase Letter	3486	20.6%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
C	834	23.9%
T	577	16.6%
L	449	12.9%
K	443	12.7%
M	362	10.4%
P	304	8.7%
S	215	6.2%
R	215	6.2%
V	87	2.5%

Space Separator

Value	Count	Frequency (%)
	13414	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	13414	79.4%
Latin	3486	20.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
C	834	23.9%
T	577	16.6%
L	449	12.9%
K	443	12.7%
M	362	10.4%
P	304	8.7%
S	215	6.2%
R	215	6.2%
V	87	2.5%

Common

Value	Count	Frequency (%)
	13414	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16900	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	13414	79.4%
C	834	4.9%
T	577	3.4%
L	449	2.7%
K	443	2.6%
M	362	2.1%
P	304	1.8%
S	215	1.3%
R	215	1.3%
V	87	0.5%

BIAFulName
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	115.9 KiB

	13414
Cooksville BIA	443
Malton BIA	362
Port Credit BIA	304
Streetsville BIA	215

Length

Max length	16
Median length	1
Mean length	2.177403
Min length	1

Characters and Unicode

Total characters	32280
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

Value	Count	Frequency (%)
	13414	90.5%
Cooksville BIA	443	3.0%
Malton BIA	362	2.4%
Port Credit BIA	304	2.1%
Streetsville BIA	215	1.5%
Clarkson BIA	87	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
bia	1411	45.1%
cooksville	443	14.2%
malton	362	11.6%
port	304	9.7%
credit	304	9.7%
streetsville	215	6.9%
clarkson	87	2.8%

Most occurring characters

Value	Count	Frequency (%)
	15129	46.9%
l	1765	5.5%
o	1639	5.1%
A	1411	4.4%
B	1411	4.4%
I	1411	4.4%
t	1400	4.3%
e	1392	4.3%
i	962	3.0%
r	910	2.8%
Other values (10)	4850	15.0%

Most occurring categories

Value	Count	Frequency (%)
Space Separator	15129	46.9%
Lowercase Letter	11203	34.7%
Uppercase Letter	5948	18.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
l	1765	15.8%
o	1639	14.6%
t	1400	12.5%
e	1392	12.4%
i	962	8.6%
r	910	8.1%
s	745	6.7%
v	658	5.9%
k	530	4.7%
a	449	4.0%
Other values (2)	753	6.7%

Uppercase Letter

Value	Count	Frequency (%)
A	1411	23.7%
B	1411	23.7%
I	1411	23.7%
C	834	14.0%
M	362	6.1%
P	304	5.1%
S	215	3.6%

Space Separator

Value	Count	Frequency (%)
	15129	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	17151	53.1%
Common	15129	46.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
l	1765	10.3%
o	1639	9.6%
A	1411	8.2%
B	1411	8.2%
I	1411	8.2%
t	1400	8.2%
e	1392	8.1%
i	962	5.6%
r	910	5.3%
C	834	4.9%
Other values (9)	4016	23.4%

Common

Value	Count	Frequency (%)
	15129	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	32280	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	15129	46.9%
l	1765	5.5%
o	1639	5.1%
A	1411	4.4%
B	1411	4.4%
I	1411	4.4%
t	1400	4.3%
e	1392	4.3%
i	962	3.0%
r	910	2.8%
Other values (10)	4850	15.0%

X
Real number (ℝ)

Distinct	4401
Distinct (%)	29.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	608574.17

Minimum	596636.32
Maximum	617060.11
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	115.9 KiB

Quantile statistics

Minimum	596636.32
5-th percentile	601400.51
Q1	606510.1
median	608810.72
Q3	611114.99
95-th percentile	614657.5
Maximum	617060.11
Range	20423.788
Interquartile range (IQR)	4604.8848

Descriptive statistics

Standard deviation	3796.9463
Coefficient of variation (CV)	0.0062390855
Kurtosis	0.023282621
Mean	608574.17
Median Absolute Deviation (MAD)	2304.2647
Skewness	-0.41253221
Sum	9.022112 × 10⁹
Variance	14416801
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
609566.1112	201	1.4%
607701.737	121	0.8%
604057.4854	101	0.7%
609718.3353	100	0.7%
615498.4771	66	0.4%
608544.3664	63	0.4%
611821.5063	58	0.4%
600127.9471	55	0.4%
606588.0826	53	0.4%
606860.5153	45	0.3%
Other values (4391)	13962	94.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
596636.3174	1	< 0.1%
596761.7476	1	< 0.1%
597263.154	1	< 0.1%
597730.9671	23	0.2%
597763.1149	2	< 0.1%
597816.374	2	< 0.1%
597920.1761	20	0.1%
597939.1033	9	0.1%
598058.8187	1	< 0.1%
598115.7963	14	0.1%

Value	Count	Frequency (%)
617060.1055	1	< 0.1%
616918.4738	1	< 0.1%
616839.6893	1	< 0.1%
616837.5953	1	< 0.1%
616769.3441	1	< 0.1%
616704.5391	1	< 0.1%
616692.2284	1	< 0.1%
616667.6043	1	< 0.1%
616657.8816	1	< 0.1%
616643.3766	1	< 0.1%

Y
Real number (ℝ)

Distinct	4401
Distinct (%)	29.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4829936.5

Minimum	4815549.4
Maximum	4843106.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	115.9 KiB

Quantile statistics

Minimum	4815549.4
5-th percentile	4819734.2
Q1	4826194.8
median	4829859.2
Q3	4834052.3
95-th percentile	4839492.4
Maximum	4843106.9
Range	27557.528
Interquartile range (IQR)	7857.4572

Descriptive statistics

Standard deviation	5679.5754
Coefficient of variation (CV)	0.001175911
Kurtosis	-0.58402043
Mean	4829936.5
Median Absolute Deviation (MAD)	3910.0007
Skewness	-0.065617821
Sum	7.1603809 × 10¹⁰
Variance	32257576
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4827535.97	201	1.4%
4838234.833	121	0.8%
4823601.861	101	0.7%
4841653.08	100	0.7%
4827677.175	66	0.4%
4840490.34	63	0.4%
4832002.583	58	0.4%
4826225.623	55	0.4%
4836449.15	53	0.4%
4834906.53	45	0.3%
Other values (4391)	13962	94.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4815549.405	1	< 0.1%
4815601.213	1	< 0.1%
4816100.511	1	< 0.1%
4816303.869	1	< 0.1%
4816361.694	1	< 0.1%
4816457.235	1	< 0.1%
4816654.247	1	< 0.1%
4816757.055	2	< 0.1%
4816794.23	1	< 0.1%
4816814.742	1	< 0.1%

Value	Count	Frequency (%)
4843106.933	3	< 0.1%
4843045.912	1	< 0.1%
4842995.781	2	< 0.1%
4842852.901	1	< 0.1%
4842722.486	1	< 0.1%
4842531.982	2	< 0.1%
4842304.058	2	< 0.1%
4842274.717	1	< 0.1%
4842274.399	2	< 0.1%
4842200.556	2	< 0.1%

Auto

The auto setting is an interpretable pairwise column metric of the following mapping:

Variable_type-Variable_type : Method, Range
Categorical-Categorical : Cramer's V, [0,1]
Numerical-Categorical : Cramer's V, [0,1] (using a discretized numerical column)
Numerical-Numerical : Spearman's ρ, [-1,1]

The number of bins used in the discretization for the Numerical-Categorical column pair can be changed using config.correlations["auto"].n_bins. The number of bins affects the granularity of the association you wish to measure.

This configuration uses the recommended metric for each pair of columns.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	FID	ID	Name	EmplRange	NAICSTitle	NAICSDescr	NAICSCode	Phone	Fax	TollFree	EMail	WebAddress	StreetNo	StreetName	Address	PostalCode	UnitNo	Modified	PIN	CHArea	Ward	X	Y
0	1	94017	Garderie La Fontaine De I'Amitie	5 to 9	Health Care	Child Day-Care Services	624410	905-822-8902			contact@lafontaindeamitie.ca	www.lafontaindeamitie.ca	1445	Lewisham Dr	1445 Lewisham Dr	L5J 3R2		2021/06/25 00:00:00+00	1505000	Clarkson - Lorne Park NHD	2	609549.2555	4.819128e+06
1	2	11793	KONE Canada Inc.	5 to 9	Manufacturing	Other Metalworking Machinery Manufacturing	333519	905-820-6034	905-820-7189		koneservice@kone.com	www.kone.ca	3505	Laird Rd	3505 Laird Rd	L5L 5Y7	14&15	2021/06/03 00:00:00+00	17999600	Western Business Park EA	8	605278.2014	4.819129e+06
2	3	11796	Biesse Canada	10 to 19	Manufacturing	Sawmill and woodworking machinery manufacturing	333245	416-525-9110	450-477-0484	1-800-598-3202	matt.fleming@biessecanada.com	www.biessecanada.com	3505	Laird Rd	3505 Laird Rd	L5L 5Y7	3&4	2021/07/15 00:00:00+00	17999600	Western Business Park EA	8	605278.2014	4.819129e+06
3	4	11799	Trimart Corporation	5 to 9	Finance	Mortgage and Non-mortgage Loan Brokers	522310	905-820-6711	905-820-5669		Priority@trimart.ca	www.trimart.ca	3505	Laird Rd	3505 Laird Rd	L5L 5Y7	2	2021/07/15 00:00:00+00	17999600	Western Business Park EA	8	605278.2014	4.819129e+06
4	5	11800	S A W Technology	1 to 4	Wholesale	All Other Machinery, Equipment and Supplies Wholesaler-Distributors	417990	905-567-1804			mark@sawtechnology.com	www.sawtechnology.com	3505	Laird Rd	3505 Laird Rd	L5L 5Y7	18	2021/07/15 00:00:00+00	17999600	Western Business Park EA	8	605278.2014	4.819129e+06
5	6	17023	Jack Elite Industrial Inc.	5 to 9	Wholesale	Electronic Components, Navigational and Communications Equipment and Supplies Wholesaler-Distributors	417320	905-569-6988	905-569-8819		info@jackelite.com	www.jackelite.com	3200	Ridgeway Dr	3200 Ridgeway Dr	L5L 5Y6	9&10	2017/11/09 00:00:00+00	17999600	Western Business Park EA	8	605278.2014	4.819129e+06
6	7	17025	Hite Engineering Corp.	5 to 9	Professional	Engineering Services	541330	905-812-3709			Stephanie@hite.ca		3200	Ridgeway Dr	3200 Ridgeway Dr	L5L 5Y6	17	2021/07/15 00:00:00+00	17999600	Western Business Park EA	8	605278.2014	4.819129e+06
7	8	17028	Quality Custom Blending Ltd.	10 to 19	Manufacturing	Flour Mixes and Dough Manufacturing from Purchased Flour	311822	905-569-0067			jean@qualitycustomblending.ca	www.qualitycustomblending.ca	3200	Ridgeway Dr	3200 Ridgeway Dr	L5L 5Y6	4&5	2021/05/17 00:00:00+00	17999600	Western Business Park EA	8	605278.2014	4.819129e+06
8	9	17029	Ontario Shake N' Tile	5 to 9	Construction	Roofing Contractors	238160	905-828-7663	905-828-3445	1-888-271-7119	info@ontarioshakentile.com	www.ontarioshakentile.com	3200	Ridgeway Dr	3200 Ridgeway Dr	L5L 5Y6	11&12	2021/07/15 00:00:00+00	17999600	Western Business Park EA	8	605278.2014	4.819129e+06
9	10	17030	Custom Engineered Millwork Ltd.	10 to 19	Manufacturing	Wood Kitchen Cabinet and Counter Top Manufacturing	337110	905-828-9555	905-828-9776		Roxanne@ce-millwork.com	www.ce-millwork.com	3200	Ridgeway Dr	3200 Ridgeway Dr	L5L 5Y6	14 to 16	2021/07/15 00:00:00+00	17999600	Western Business Park EA	8	605278.2014	4.819129e+06

	FID	ID	Name	EmplRange	NAICSTitle	NAICSDescr	NAICSCode	Phone	Fax	TollFree	EMail	WebAddress	StreetNo	StreetName	Address	PostalCode	UnitNo	Modified	PIN	CHArea	Ward	BIA_NAME	BIAFulName	X	Y
14815	14816	57550	Advance Car & Truck Rental	1 to 4	Real Estate	Passenger Car Rental	532111	905-461-7368	905-461-6666	1-877-303-7368	Advancerental@gmail.com	www.advancerental.ca	2960	Drew Rd	2960 Drew Rd	L4T 0A5	149	2021/06/22 00:00:00+00	24265600	Northeast EA (West)	5	MLT	Malton BIA	608544.3664	4.840490e+06
14816	14817	57551	Video Palace	1 to 4	Real Estate	All Other Consumer Goods Rental	532280	905-678-7878					2960	Drew Rd	2960 Drew Rd	L4T 0A5	150	2021/06/02 00:00:00+00	24265600	Northeast EA (West)	5	MLT	Malton BIA	608544.3664	4.840490e+06
14817	14818	57552	Secure Life Insurance Agency Inc.	NaN	Finance	Direct Group Life, Health and Medical Insurance Carriers	524112			1-800-746-9122		www.securelifeinsurance.ca	2960	Drew Rd	2960 Drew Rd	L4T 0A5	151	2018/12/30 00:00:00+00	24265600	Northeast EA (West)	5	MLT	Malton BIA	608544.3664	4.840490e+06
14818	14819	57555	Skillman Flooring	1 to 4	Retail	Floor Covering Stores	442210	905-676-9111	905-676-9113		skillmanflooring@live.ca	www.skillmanflooring.com	2960	Drew Rd	2960 Drew Rd	L4T 0A5	155&157B	2019/12/12 00:00:00+00	24265600	Northeast EA (West)	5	MLT	Malton BIA	608544.3664	4.840490e+06
14819	14820	57557	Verma Vastar Manufacturing Inc.	1 to 4	Manufacturing	Cut and Sew Clothing Contracting	315210	647-669-4545					2960	Drew Rd	2960 Drew Rd	L4T 0A5	160	2018/12/30 00:00:00+00	24265600	Northeast EA (West)	5	MLT	Malton BIA	608544.3664	4.840490e+06
14820	14821	60142	JobsForU	10 to 19	Administrative	Employment Placement Agencies and Executive Search Services	561310	416-825-4000			navjot@jobsforu.ca	www.jobsforu.ca	2960	Drew Rd	2960 Drew Rd	L4T 0A5	156	2021/07/30 00:00:00+00	24265600	Northeast EA (West)	5	MLT	Malton BIA	608544.3664	4.840490e+06
14821	14822	60159	Elite Source Solutions	NaN	Administrative	Employment Placement Agencies and Executive Search Services	561310	905-598-3542					2980	Drew Rd	2980 Drew Rd	L4T 0A7	133	2018/12/30 00:00:00+00	24265600	Northeast EA (West)	5	MLT	Malton BIA	608544.3664	4.840490e+06
14822	14823	60160	Indian Sweet Master	NaN	Accommodation	Full-service restaurants	722511	905-405-8585					2980	Drew Rd	2980 Drew Rd	L4T 0A7	134	2018/12/30 00:00:00+00	24265600	Northeast EA (West)	5	MLT	Malton BIA	608544.3664	4.840490e+06
14823	14824	60161	Mississauga Flooring & Supplies Inc.	1 to 4	Wholesale	Floor Covering Wholesaler-Distributors	414320	905-460-7005					2980	Drew Rd	2980 Drew Rd	L4T 0A7	135 & 136	2021/08/16 00:00:00+00	24265600	Northeast EA (West)	5	MLT	Malton BIA	608544.3664	4.840490e+06
14824	14825	60162	Punjabi Textile Ltd.	NaN	Wholesale	Clothing and Clothing Accessories Wholesaler-Distributors	414110	905-405-1919					2980	Drew Rd	2980 Drew Rd	L4T 0A7	132	2018/12/30 00:00:00+00	24265600	Northeast EA (West)	5	MLT	Malton BIA	608544.3664	4.840490e+06

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Decimal Number

Math Symbol

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Final Punctuation

Format

Currency Symbol

Connector Punctuation

Control

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Punctuation

None

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Control

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block